A real time license plate detection system based on boosting learning algorithm

2012 ◽  
Author(s):  
Thanh-Tung Nguyen ◽  
Thuy Thi Nguyen
Keyword(s):  
Real Time ◽  
Learning Algorithm ◽  
Detection System ◽  
License Plate ◽  
License Plate Detection

License Plate Detection and Facial Analysis Using TensorFlow Deep Learning Algorithm

2019 ◽  
Vol 16 (8) ◽  
pp. 3246-3251
Author(s):  
P. Manoj Prakash ◽  
Sreerag Premanathan ◽  
ShivamKumar Surwase ◽  
M. S. Antony Vigil ◽  
Shivam Bohare
Keyword(s):  
Learning Algorithm ◽  
Ccd Camera ◽  
License Plate ◽  
License Plate Recognition ◽  
Facial Analysis ◽  
Deep Learning Algorithm ◽  
Canny Edge ◽  
License Plate Detection ◽  
Toll Collection ◽  
Improved Technology

Nowadays license plate recognition has been applied in car access control, toll collection and other applications. Even though they exist, car thefts and illegal use of other proprietor’s license plate remain a problem. To deal with this, a computational programmed controlled framework is being developed. Also, facial analysis algorithm is implemented so as to create awareness among the common public. The way forward is to use an improved technology combination of License Plate Detection and Facial Analysis using artificial intelligence, in which vehicle image is captured by high resolution CCD camera and the license plate region is determined by image processing algorithms and facial analysis is done by using FaceNet and TensorFlow. The characters of the license plate is separated by segmentation and processed using the Canny Edge and Blob Coloring algorithm and the facial analysis is done using Facenet of TensorFlow.

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